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Odds ratio

Odds ratios compare the probability of something happening with the probability of it not happening. This is sometimes easier to reason about than probabilities, particularly when you want to make decisions about choices. For example, if a customer has a 20% chance of churning, it may be more intuitive to say "the chance of them not churning is four times higher than the chance of them churning".

mdl_churn_vs_relationship, explanatory_data, and prediction_data are available from the previous exercise.

Latihan ini adalah bagian dari kursus

Introduction to Regression with statsmodels in Python

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Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# Update prediction data with odds_ratio
prediction_data["odds_ratio"] = ____

# Print the head
print(____)
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